To change the icon theme in Unity, you can use a tool such as Ubuntu Tweak or Unity Tweak Tool. For GNOME Shell, you can change the theme using GNOME Tweak Tool. Make sure to use Humanity-dark-COLORX for dark panels and Humanity-light-COLORX for light panels.